United Nations Children's Fund India

Assessing AI-Mediated Interviewing Quality: A Theory-Grounded Comparison of Models for Evaluation Data Collection

As large language models are increasingly used in evaluative settings for their conversational potential in interviews, systematic frameworks for assessing their methodological quality are still lacking. Drawing on evaluation, qualitative interviewing, and validity theories, this...